AI Agents & Automation

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

There is a specific moment most teams will not think about until it has already happened. An agent that lives in your Slack workspace… Continue reading on Mediu

day 32 of running real business processes end-to-end on an autonomous AI stack — human-gated on the scary stuff, just one armed switch and a live board i watch

Originally published at devopsdiary.blog . Post F-AID2 in the "Governing AI in the Enterprise" series. The advice for the last two years has been simple: give t

An AI agent rarely fails in the middle of a task. It fails in the first thirty seconds, before it writes anything, because it starts working without the decisio

The Missing Piece in Today's Agent Hype If you look at today's GitHub Trending, the conversation is dominated by execution (like browser-use automating video ed

Domux: Achieving Sub-150ms Intent Parsing for Edge AI Agents As GitHub Trending reflects the shift from "general chat" to "vertical execution" (RPA, video editi

The Architecture of Autonomous AI: A Practical Guide Why This Matters The AI industry is shifting from "bigger models" to "smarter systems." An intelligent agen

If you've been watching GitHub Trending today, you'll notice a distinct pattern. The hottest repositories aren't just about complex agent reasoning or multi-age

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x402 answers a question that had to be answered before agent-to-agent commerce could exist at all: how does an agent pay for something… Continue reading on Medi

Shenzhen’s UBTECH just booked 13,000+ orders for its hyper-realistic robotic series in 30 days. It’s not a hardware milestone; it’s the… Continue reading on Med

The cloud isn’t going anywhere — but AI is learning to live without it. Here’s what Edge AI actually means, why it matters, and where… Continue reading on Mediu

Building a Profitable AI Agent with LangChain: A Step-by-Step Tutorial =========================================================== As a developer, you're likely

The discussion around AI often centers on model performance. However, once AI moves into production, integration becomes just as important as intelligence. An A

We need to write a concise 400-500 word educational Dev.to article for professionals about AI automation in AI for independent research scientists PhD level: ho

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

A customer pings you weeks after a piece of content shipped, asking why the agent wrote what it wrote. The agent was right at the time. By… Continue reading on

Scored vs Settled: The Metric That Matters For AI Agent Platforms I pulled a platform's real stats yesterday and learned something uncomfortable. The numbers 24

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

Cloudflare is not automatically making AI companies pay publishers for content; starting September 15, 2026 , it will default many ad-supported Cloudflare pages

Why AI agent accuracy depends on source of truth control, content ownership, permissions, approval workflows, and continuous knowledge… Continue reading on Medi

Hackers aren’t just stealing your passwords anymore. They’re using AI to read your codebase, find the gaps, and write custom malware to… Continue reading on Med

Cursor shipped an iPhone app this week that lets you kick off and steer coding agents from your phone. It’s the clearest sign yet that… Continue reading on Medi

Artificial intelligence has entered a phase. For a years now people have been talking about chatbots that can answer questions write… Continue reading on Medium

The short version: Yesterday I added Sherlock as the 23rd tool integration into Halo’s mcp_server.py, tagged the release v0.2.0, and sorted out a nagging git re

Hey DevHunt community! 👋 I'm incredibly excited to launch Scankii! As developers, we are building more and more AI Agents using frameworks like LangChain, Open

A new paper closes the loop on everything I’ve been arguing about harness engineering. Continue reading on Medium »

From raw data to cloud deployment: A comprehensive guide to building, training, and registering an end-to-end Audio AI project. Continue reading on Medium »

There comes a point in every builder’s journey where you have to choose between talking about ideas and building them. Over the past… Continue reading on Medium

Anthropic just updated its most balanced AI model, Sonnet. The company calls Sonnet 5 “the most agentic Sonnet model yet” Continue reading on UX Planet »

A Blueprint for True AGI through Perspective-Switching Continue reading on Medium »

Not everything should be solved by throwing an agent at it. Let me explain why. Continue reading on Medium »

We all feel the pressure of having too much to do and not enough time. At WebMob Technologies, we see leaders drowning in small tasks that… Continue reading on

In WWII, the military studied bombers that came back and wanted to armor the spots with the most bullet holes. Abraham Wald pointed out the mistake: those holes

Artificial Intelligence is no longer a futuristic concept—it has become a powerful business tool that is reshaping industries worldwide. Among the most revoluti

Agents retry forever when a tool schema drifts or a loop never terminates. Your service dashboards look fine. Stripe still charges. Meanwhile the model burns to

BizNode captures every interaction into a PostgreSQL CRM leads conversations and emails all searchable and exportable BizNodeTM is an autonomous AI business ope

The Loan That Never Waits: How AI Voice Agents Are Transforming Customer Enquiries in Banking Applying for a loan is one of the biggest financial decisions a pe

GPTNT is a new AI benchmark based on cooperative game "Keep Talking and Nobody Explodes." Two agents must collaborate: one sees the bomb, one has the manual. Ne

At a pharmaceutical summit in San Francisco, Anthropic CEO Dario Amodei demonstrated Claude Science analyzing a protein folding problem in real time - accessing

The problem Every time I wanted to bolt an AI chatbot onto a React app, I hit the same wall: either I locked myself into one vendor's SDK (OpenAI's widget, Anth

Legacy software migrations used to be the kind of project that kept CTOs up at night. But AI agents are starting to take on work that once required months and e

For over a decade, our digital lives have been dictated by a simple phrase: “There’s an app for that.” Continue reading on Medium »

I don’t know if anyone else has the same feeling, but AI API costs can get out of hand really fast. At the beginning, it feels harmless. You build a small demo,

The first agent I put into production, I treated like a new hire. Clear brief, checked its first handful of outputs, saw they were clean, and started trusting i

My preparation strategy, exam breakdown, study resources, and practical tips to help you pass on your first attempt. Continue reading on Medium »

Why the future of AI isn’t about getting a better first answer — it’s about building systems that keep improving their own answers. Continue reading on Medium »